/tmp/ipykernel_5027/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
Turtle 30 RDF/XML Syntax 29 unknown 2 OWL/XML Syntax 1 OWL Functional Syntax 1 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Declaration | 61 | 1133.539683 | 3162.809209 | 0.0 | 95.5 | 410.0 | 885.0 | 22818.0 |
| AnnotationAssertion | 60 | 5426.269841 | 19607.616915 | 0.0 | 182.0 | 678.0 | 2226.0 | 124680.0 |
| SubClassOf | 59 | 1353.634921 | 4263.533887 | 0.0 | 26.0 | 288.0 | 880.0 | 24611.0 |
| ObjectPropertyRange | 54 | 41.714286 | 70.311847 | 0.0 | 11.0 | 25.0 | 53.0 | 520.0 |
| ObjectPropertyDomain | 53 | 39.936508 | 70.386691 | 0.0 | 8.0 | 22.0 | 53.0 | 517.0 |
| DataPropertyRange | 48 | 13.301587 | 26.648631 | 0.0 | 1.0 | 5.0 | 11.0 | 170.0 |
| SubObjectPropertyOf | 47 | 55.444444 | 103.189894 | 0.0 | 0.5 | 26.0 | 60.0 | 709.0 |
| DataPropertyDomain | 44 | 13.396825 | 36.801797 | 0.0 | 0.0 | 2.0 | 7.0 | 235.0 |
| InverseObjectProperties | 44 | 13.301587 | 24.258444 | 0.0 | 0.0 | 3.0 | 15.5 | 128.0 |
| ClassAssertion | 43 | 156.571429 | 516.126445 | 0.0 | 0.0 | 2.0 | 20.5 | 3053.0 |
| DisjointClasses | 43 | 211.873016 | 1545.428279 | 0.0 | 0.0 | 3.0 | 18.5 | 12277.0 |
| EquivalentClasses | 38 | 142.301587 | 774.187829 | 0.0 | 0.0 | 7.0 | 64.5 | 6154.0 |
| SubDataPropertyOf | 33 | 9.126984 | 31.605681 | 0.0 | 0.0 | 1.0 | 7.0 | 242.0 |
| TransitiveObjectProperty | 31 | 4.142857 | 7.521704 | 0.0 | 0.0 | 0.0 | 5.0 | 38.0 |
| SubAnnotationPropertyOf | 31 | 12.301587 | 32.269348 | 0.0 | 0.0 | 0.0 | 12.0 | 228.0 |
| FunctionalObjectProperty | 30 | 2.873016 | 4.506240 | 0.0 | 0.0 | 0.0 | 4.0 | 18.0 |
| FunctionalDataProperty | 25 | 2.015873 | 4.917028 | 0.0 | 0.0 | 0.0 | 2.0 | 26.0 |
| InverseFunctionalObjectProperty | 23 | 1.523810 | 2.734824 | 0.0 | 0.0 | 0.0 | 1.0 | 12.0 |
| AnnotationPropertyRangeOf | 23 | 5.730159 | 17.927458 | 0.0 | 0.0 | 0.0 | 2.0 | 134.0 |
| SymmetricObjectProperty | 21 | 3.126984 | 6.783500 | 0.0 | 0.0 | 0.0 | 3.0 | 35.0 |
| IrrefexiveObjectProperty | 20 | 3.238095 | 6.697892 | 0.0 | 0.0 | 0.0 | 1.0 | 24.0 |
| ObjectPropertyAssertion | 19 | 360.968254 | 1646.268214 | 0.0 | 0.0 | 0.0 | 2.5 | 10226.0 |
| AsymmetricObjectProperty | 18 | 2.793651 | 5.828624 | 0.0 | 0.0 | 0.0 | 1.0 | 20.0 |
| DataPropertyAssertion | 15 | 123.095238 | 515.794618 | 0.0 | 0.0 | 0.0 | 0.0 | 3617.0 |
| DisjointUnion | 14 | 8.015873 | 20.825304 | 0.0 | 0.0 | 0.0 | 0.0 | 116.0 |
| SubPropertyChainOf | 13 | 4.126984 | 17.113937 | 0.0 | 0.0 | 0.0 | 0.0 | 120.0 |
| ReflexiveObjectProperty | 9 | 0.190476 | 0.534522 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 |
| EquivalentObjectProperties | 9 | 1.238095 | 4.855042 | 0.0 | 0.0 | 0.0 | 0.0 | 36.0 |
| AnnotationPropertyDomain | 8 | 0.222222 | 0.831719 | 0.0 | 0.0 | 0.0 | 0.0 | 6.0 |
| DifferentIndividuals | 7 | 0.730159 | 3.365893 | 0.0 | 0.0 | 0.0 | 0.0 | 25.0 |
| DisjointObjectProperties | 6 | 0.333333 | 1.448024 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 |
| Rule | 5 | 0.666667 | 3.364904 | 0.0 | 0.0 | 0.0 | 0.0 | 25.0 |
| SameIndividual | 3 | 2.095238 | 14.889609 | 0.0 | 0.0 | 0.0 | 0.0 | 118.0 |
| NegativeObjectPropertyAssertion | 2 | 0.031746 | 0.176731 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| EquivalentDataProperties | 2 | 0.238095 | 1.399473 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 |
| DatatypeDefinition | 2 | 0.317460 | 2.395058 | 0.0 | 0.0 | 0.0 | 0.0 | 19.0 |
| DisjointDataProperties | 1 | 0.031746 | 0.251976 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 61 | 4734.222222 | 13615.199795 | 0.0 | 210.5 | 1142.0 | 2922.0 | 78659.0 |
| ObjectUnionOf | 42 | 14.666667 | 22.114803 | 0.0 | 0.0 | 5.0 | 13.5 | 88.0 |
| ObjectAllValuesFrom | 38 | 26.507937 | 57.694656 | 0.0 | 0.0 | 5.0 | 39.0 | 400.0 |
| ObjectSomeValuesFrom | 37 | 377.777778 | 2098.698563 | 0.0 | 0.0 | 7.0 | 98.0 | 16630.0 |
| ObjectIntersectionOf | 32 | 124.587302 | 783.906834 | 0.0 | 0.0 | 1.0 | 17.0 | 6224.0 |
| ObjectExactCardinality | 29 | 6.206349 | 17.673708 | 0.0 | 0.0 | 0.0 | 5.0 | 115.0 |
| DataExactCardinality | 25 | 2.571429 | 4.309458 | 0.0 | 0.0 | 0.0 | 3.0 | 18.0 |
| DataAllValuesFrom | 20 | 1.000000 | 1.849150 | 0.0 | 0.0 | 0.0 | 2.0 | 9.0 |
| DataHasValue | 19 | 28.873016 | 74.990643 | 0.0 | 0.0 | 0.0 | 4.0 | 494.0 |
| ObjectComplementOf | 19 | 5.301587 | 23.026377 | 0.0 | 0.0 | 0.0 | 3.5 | 179.0 |
| DataSomeValuesFrom | 18 | 1.936508 | 5.108099 | 0.0 | 0.0 | 0.0 | 2.0 | 33.0 |
| ObjectHasValue | 17 | 11.888889 | 40.442756 | 0.0 | 0.0 | 0.0 | 1.0 | 211.0 |
| ObjectMinCardinality | 15 | 1.460317 | 4.453434 | 0.0 | 0.0 | 0.0 | 0.0 | 28.0 |
| ObjectMaxCardinality | 13 | 15.031746 | 112.596048 | 0.0 | 0.0 | 0.0 | 0.0 | 894.0 |
| ObjectOneOf | 11 | 11.952381 | 52.340827 | 0.0 | 0.0 | 0.0 | 0.0 | 275.0 |
| DataMaxCardinality | 6 | 1.634921 | 8.211521 | 0.0 | 0.0 | 0.0 | 0.0 | 62.0 |
| DataMinCardinality | 5 | 0.285714 | 1.772811 | 0.0 | 0.0 | 0.0 | 0.0 | 14.0 |
| ObjectHasSelf | 1 | 0.015873 | 0.125988 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 36 | PATO | 0.342 | 0.556 | 0.127 |
| 38 | PROVO | 0.340 | 0.504 | 0.175 |
| 17 | FOAF | 0.333 | 0.333 | 0.333 |
| 31 | OBO | 0.333 | 0.571 | 0.095 |
| 19 | IAO | 0.300 | 0.600 | 0.000 |
| 32 | OEO | 0.285 | 0.571 | 0.000 |
| 22 | MDO | 0.285 | 0.571 | 0.000 |
| 0 | AMONTOLOGY | 0.285 | 0.571 | 0.000 |
| 50 | enanomapper | 0.285 | 0.571 | 0.000 |
| 8 | EMMO | 0.275 | 0.549 | 0.000 |
| 27 | MaterialsMine | 0.275 | 0.549 | 0.000 |
| 39 | QUDT | 0.275 | 0.549 | 0.000 |
| 4 | CHAMEO | 0.275 | 0.549 | 0.000 |
| 37 | PMDCO | 0.275 | 0.549 | 0.000 |
| 13 | EMMO_crystallography | 0.275 | 0.549 | 0.000 |
| 11 | EMMO_Datamodel | 0.264 | 0.527 | 0.000 |
| 15 | EMMO_mechanical_testing | 0.264 | 0.527 | 0.000 |
| 3 | CCO | 0.252 | 0.504 | 0.000 |
| 26 | MatOnto | 0.252 | 0.504 | 0.000 |
| 14 | EMMO_mappings | 0.252 | 0.504 | 0.000 |
| 12 | EMMO_atomistic | 0.252 | 0.504 | 0.000 |
| 1 | BWMD-DOMAIN | 0.252 | 0.504 | 0.000 |
| 2 | BWMD-MID | 0.252 | 0.504 | 0.000 |
| 10 | EMMO_BattINFO | 0.252 | 0.504 | 0.000 |
| 42 | SEMMD | 0.252 | 0.504 | 0.000 |
| 51 | m4i | 0.241 | 0.482 | 0.000 |
| 41 | SAREF | 0.241 | 0.482 | 0.000 |
| 44 | SO | 0.234 | 0.467 | 0.000 |
| 21 | MAMBO | 0.234 | 0.467 | 0.000 |
| 47 | UO | 0.234 | 0.467 | 0.000 |
| 6 | DEB | 0.234 | 0.467 | 0.000 |
| 45 | SP | 0.234 | 0.467 | 0.000 |
| 33 | OM | 0.234 | 0.467 | 0.000 |
| 16 | EMMO_microstructure | 0.234 | 0.467 | 0.000 |
| 28 | NPO | 0.234 | 0.467 | 0.000 |
| 57 | nfdicore | 0.222 | 0.444 | 0.000 |
| 25 | MSEO | 0.222 | 0.444 | 0.000 |
| 52 | mat | 0.222 | 0.444 | 0.000 |
| 7 | DISO | 0.222 | 0.444 | 0.000 |
| 30 | OA | 0.222 | 0.444 | 0.000 |
| 55 | mvc | 0.222 | 0.444 | 0.000 |
| 29 | NanoMine | 0.222 | 0.444 | 0.000 |
| 5 | CIF-core | 0.222 | 0.444 | 0.000 |
| 18 | GPO | 0.222 | 0.444 | 0.000 |
| 9 | EMMO_BVC | 0.222 | 0.444 | 0.000 |
| 20 | LPBFO | 0.219 | 0.438 | 0.000 |
| 24 | MOL_TENSILE | 0.208 | 0.416 | 0.000 |
| 59 | opmw | 0.200 | 0.400 | 0.000 |
| 48 | WILD | 0.200 | 0.400 | 0.000 |
| 35 | P-Plan | 0.200 | 0.400 | 0.000 |
| 60 | periodictable | 0.200 | 0.400 | 0.000 |
| 23 | MOL_BRINELL | 0.189 | 0.378 | 0.000 |
| 49 | bmo | 0.189 | 0.378 | 0.000 |
| 56 | mwo | 0.189 | 0.378 | 0.000 |
| 46 | SSN | 0.189 | 0.378 | 0.000 |
| 34 | OSMO | 0.189 | 0.378 | 0.000 |
| 40 | QUDV | 0.167 | 0.333 | 0.000 |
| 53 | matinfo | 0.167 | 0.333 | 0.000 |
| 61 | ssos | 0.155 | 0.311 | 0.000 |
| 58 | ontorule | 0.155 | 0.311 | 0.000 |
| 54 | metal-alloy | 0.000 | 0.000 | 0.000 |
| 62 | vimmp | 0.000 | 0.000 | 0.000 |
| 43 | SKOS_MDO | 0.000 | 0.000 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 63.0 | 0.228127 | 0.066294 | 0.0 | 0.204 | 0.234 | 0.264 | 0.342 |
| score_dash | 63.0 | 0.444444 | 0.122544 | 0.0 | 0.400 | 0.467 | 0.504 | 0.600 |
| score_impact | 63.0 | 0.011587 | 0.050515 | 0.0 | 0.000 | 0.000 | 0.000 | 0.333 |